Audit Answers

Adversarially validate a completed /planning:interview's answers with independent fresh-context agents. Runs over any filled decision ledger, hand-answered or auto-accepted. Validators re-examine each answer with its rationale withheld and return a per-answer verdict (confirmed / challenged / reclassified-to-human), so only doubtful answers come back as real questions; open branches are filled with the recommended answers first, holding the never-auto floor. Use when: 'audit my interview answers', 'validate the interview answers', 'have agents check the answers', 'accept all and have agents check them', 'agent-validated interview', 'have subagents second-guess the recommendations', 'auto-answer then verify the ledger'. Not for stress-testing a plan artifact (that is '/planning:devils-advocate') or asking the human the first time ('/planning:interview'); needs a filled interview ledger.

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Frequently asked questions

npx skillmds@latest add melodic-software/audit-answers